Selected Publications
- [1] Lei Wang, Liang He&, Weihong Sun, Chen Gao, Zhenxiang Han, Meiwei Lin, Precise irrigation of dryland cotton under canal irrigation system constraints based on the CERES-CROPGRO-Cotton model, Agricultural Water Management, vol 317, 109624, pp 0378-3774, 2025.
- [2] Ruifeng Xu, Yi Chen, Zhongyan Yi, Shun Huang, Liang He&, DTKD-DL: Dual-teacher knowledge distillation with dual-loops for continuous few-shot relation extraction, Applied Soft Computing, vol 184, pp 1568-4946, 2025
- [3] Zhida Song, He Cai, Xin Chen, Liang He&, Improving Speaker Verification Robustness With Multilingual Phonetic Information and Feature Decorrelation, IEEE Transactions on Audio, Speech and Language Processing, vol 33, pp 3494-3507, 2025.
- [4] Yuhan Liu, Sheng Yi, Xin Chen, Wenjia Guo, Liang He&, Biological Knowledge Graph-Enhanced Cancer State Prediction Network with Adjustable Connections, Big Data Mining and Analytics 2025, 8(5): 1174-1188.
- [5] Yi Chen, Meiwei Lin, Zhuo Yu, Weihong Sun, Weiguo Fu, Liang He, Enhancing cotton irrigation with distributional actor–critic reinforcement learning, Agricultural Water Management, Volume 307, 2025, 109194, https://doi.org/10.1016/j.agwat.2024.109194.
- [6] Guang-Xu Ren*, Liang He*, Yong-Xin Liu*, Yu-Ke Fei, Xiao-Fan Liu, Qiu-Yi Lu, Xin Chen, Zhi-Da Song, Jia-Qi Wang, The long-term intake of milk fat does not significantly increase the blood lipid burden in normal and high-fat diet-fed mice, iMeta 3, e256.
- [7] Tengfei Feng, Liang He, RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model, Proceedings of the 31st International Conference on Computational Linguistics, Abu Dhabi, UAE, 3057–3070, 2025
- [8] Peiru Yang, Hongjun Wang, Yingzhuo Huang, Shuai Yang, Ya Zhang, Liang Huang, Yuesong Zhang, Guoxin Wang, Shizhong Yang, Liang He, Yongfeng Huang, LMKG: A Large-Scale and Multi-Source Medical Knowledge Graph for Intelligent Medicine Applications, Knowledge-Based Systems, Volume 284, 2024.
- [9] Zhihua Fang, Liang He, Lin Li and Ying Hu, Improving Speaker Verification With Noise-Aware Label Ensembling and Sample Selection: Learning and Correcting Noisy Speaker Labels, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, pp. 2988-3001, 2024, doi: 10.1109/TASLP.2024.3407527.
- [10] Kunting Li, Yong Hu, Liang He&, Fandong Meng, and Jie Zhou. C-LLM: Learn to Check Chinese Spelling Errors Character by Character. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 5944–5957 (EMNLP 2024, main long paper), Miami, Florida, USA. Association for Computational Linguistics.
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